Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-15 0.147738 0.161310 0.176036 0.193284 0.213036 0.235073 0.261696
2025-06-22 0.120504 0.138232 0.158904 0.185108 0.217904 0.258245 0.312680
2025-06-29 0.104019 0.123399 0.147155 0.179037 0.221704 0.278399 0.362336
2025-07-06 0.093024 0.113186 0.138864 0.174909 0.225849 0.298109 0.414290
2025-07-13 0.087946 0.109575 0.138137 0.180019 0.242529 0.337424 0.504335
2025-07-20 0.084274 0.107231 0.138550 0.186354 0.261481 0.383375 0.618581
2025-07-27 0.080973 0.104948 0.138610 0.191890 0.279736 0.431686 0.753717
2025-08-03 0.077757 0.102413 0.137921 0.195982 0.296030 0.479947 0.908084
2025-08-10 0.073621 0.098174 0.134232 0.194727 0.302733 0.511556 1.038987
2025-08-17 0.068324 0.091836 0.126808 0.186473 0.295539 0.513763 1.097572
2025-08-24 0.064526 0.087488 0.122118 0.182308 0.295282 0.530364 1.203576
2025-08-31 0.061863 0.084674 0.119607 0.181586 0.301433 0.562325 1.372925
2025-09-07 0.059755 0.082652 0.118318 0.183089 0.312690 0.610228 1.632883
2025-09-14 0.055995 0.077864 0.112228 0.175383 0.304026 0.607852 1.712385
2025-09-21 0.052935 0.074026 0.107471 0.169729 0.299003 0.613946 1.833863
2025-09-28 0.050460 0.070987 0.103859 0.165894 0.297417 0.628991 2.009931
2025-10-05 0.049687 0.070622 0.104720 0.170630 0.315637 0.704712 2.568222
2025-10-12 0.049133 0.070570 0.106097 0.176497 0.337572 0.800305 3.417241
2025-10-19 0.048475 0.070300 0.107058 0.181619 0.358744 0.903320 4.594516
2025-10-26 0.047646 0.069693 0.107362 0.185403 0.377323 1.006855 6.170043
2025-11-02 0.046172 0.067918 0.105428 0.184242 0.382659 1.063537 7.520366
2025-11-09 0.043906 0.064700 0.100676 0.176607 0.369213 1.039961 7.726350
2025-11-16 0.042275 0.062516 0.097742 0.172751 0.365880 1.058630 8.723260